1 /* libFLAC - Free Lossless Audio Codec library
2 * Copyright (C) 2000-2009 Josh Coalson
3 * Copyright (C) 2011-2016 Xiph.Org Foundation
5 * Redistribution and use in source and binary forms, with or without
6 * modification, are permitted provided that the following conditions
9 * - Redistributions of source code must retain the above copyright
10 * notice, this list of conditions and the following disclaimer.
12 * - Redistributions in binary form must reproduce the above copyright
13 * notice, this list of conditions and the following disclaimer in the
14 * documentation and/or other materials provided with the distribution.
16 * - Neither the name of the Xiph.org Foundation nor the names of its
17 * contributors may be used to endorse or promote products derived from
18 * this software without specific prior written permission.
20 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
21 * ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
22 * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
23 * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION OR
24 * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
25 * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
26 * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
27 * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
28 * LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
29 * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
30 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
39 #include "FLAC/assert.h"
40 #include "FLAC/format.h"
41 #include "share/compat.h"
42 #include "private/bitmath.h"
43 #include "private/lpc.h"
44 #include "private/macros.h"
45 #if defined DEBUG || defined FLAC__OVERFLOW_DETECT || defined FLAC__OVERFLOW_DETECT_VERBOSE
49 /* OPT: #undef'ing this may improve the speed on some architectures */
50 #define FLAC__LPC_UNROLLED_FILTER_LOOPS
52 #ifndef FLAC__INTEGER_ONLY_LIBRARY
54 #if defined(_MSC_VER) && (_MSC_VER < 1800)
56 static inline long int lround(double x) {
57 return (long)(x + _copysign(0.5, x));
59 #elif !defined(HAVE_LROUND) && defined(__GNUC__)
60 static inline long int lround(double x) {
61 return (long)(x + __builtin_copysign(0.5, x));
63 /* If this fails, we are in the presence of a mid 90's compiler, move along... */
66 void FLAC__lpc_window_data(const FLAC__int32 in[], const FLAC__real window[], FLAC__real out[], unsigned data_len)
69 for(i = 0; i < data_len; i++)
70 out[i] = in[i] * window[i];
73 void FLAC__lpc_compute_autocorrelation(const FLAC__real data[], unsigned data_len, unsigned lag, FLAC__real autoc[])
75 /* a readable, but slower, version */
80 FLAC__ASSERT(lag > 0);
81 FLAC__ASSERT(lag <= data_len);
84 * Technically we should subtract the mean first like so:
85 * for(i = 0; i < data_len; i++)
87 * but it appears not to make enough of a difference to matter, and
88 * most signals are already closely centered around zero
91 for(i = lag, d = 0.0; i < data_len; i++)
92 d += data[i] * data[i - lag];
98 * this version tends to run faster because of better data locality
99 * ('data_len' is usually much larger than 'lag')
102 unsigned sample, coeff;
103 const unsigned limit = data_len - lag;
105 FLAC__ASSERT(lag > 0);
106 FLAC__ASSERT(lag <= data_len);
108 for(coeff = 0; coeff < lag; coeff++)
110 for(sample = 0; sample <= limit; sample++) {
112 for(coeff = 0; coeff < lag; coeff++)
113 autoc[coeff] += d * data[sample+coeff];
115 for(; sample < data_len; sample++) {
117 for(coeff = 0; coeff < data_len - sample; coeff++)
118 autoc[coeff] += d * data[sample+coeff];
122 void FLAC__lpc_compute_lp_coefficients(const FLAC__real autoc[], unsigned *max_order, FLAC__real lp_coeff[][FLAC__MAX_LPC_ORDER], double error[])
125 double r, err, lpc[FLAC__MAX_LPC_ORDER];
127 FLAC__ASSERT(0 != max_order);
128 FLAC__ASSERT(0 < *max_order);
129 FLAC__ASSERT(*max_order <= FLAC__MAX_LPC_ORDER);
130 FLAC__ASSERT(autoc[0] != 0.0);
134 for(i = 0; i < *max_order; i++) {
135 /* Sum up this iteration's reflection coefficient. */
137 for(j = 0; j < i; j++)
138 r -= lpc[j] * autoc[i-j];
141 /* Update LPC coefficients and total error. */
143 for(j = 0; j < (i>>1); j++) {
145 lpc[j] += r * lpc[i-1-j];
146 lpc[i-1-j] += r * tmp;
149 lpc[j] += lpc[j] * r;
151 err *= (1.0 - r * r);
153 /* save this order */
154 for(j = 0; j <= i; j++)
155 lp_coeff[i][j] = (FLAC__real)(-lpc[j]); /* negate FIR filter coeff to get predictor coeff */
158 /* see SF bug https://sourceforge.net/p/flac/bugs/234/ */
166 int FLAC__lpc_quantize_coefficients(const FLAC__real lp_coeff[], unsigned order, unsigned precision, FLAC__int32 qlp_coeff[], int *shift)
170 FLAC__int32 qmax, qmin;
172 FLAC__ASSERT(precision > 0);
173 FLAC__ASSERT(precision >= FLAC__MIN_QLP_COEFF_PRECISION);
175 /* drop one bit for the sign; from here on out we consider only |lp_coeff[i]| */
177 qmax = 1 << precision;
181 /* calc cmax = max( |lp_coeff[i]| ) */
183 for(i = 0; i < order; i++) {
184 const double d = fabs(lp_coeff[i]);
190 /* => coefficients are all 0, which means our constant-detect didn't work */
194 const int max_shiftlimit = (1 << (FLAC__SUBFRAME_LPC_QLP_SHIFT_LEN-1)) - 1;
195 const int min_shiftlimit = -max_shiftlimit - 1;
198 (void)frexp(cmax, &log2cmax);
200 *shift = (int)precision - log2cmax - 1;
202 if(*shift > max_shiftlimit)
203 *shift = max_shiftlimit;
204 else if(*shift < min_shiftlimit)
211 for(i = 0; i < order; i++) {
212 error += lp_coeff[i] * (1 << *shift);
215 #ifdef FLAC__OVERFLOW_DETECT
216 if(q > qmax+1) /* we expect q==qmax+1 occasionally due to rounding */
217 fprintf(stderr,"FLAC__lpc_quantize_coefficients: quantizer overflow: q>qmax %d>%d shift=%d cmax=%f precision=%u lpc[%u]=%f\n",q,qmax,*shift,cmax,precision+1,i,lp_coeff[i]);
219 fprintf(stderr,"FLAC__lpc_quantize_coefficients: quantizer overflow: q<qmin %d<%d shift=%d cmax=%f precision=%u lpc[%u]=%f\n",q,qmin,*shift,cmax,precision+1,i,lp_coeff[i]);
229 /* negative shift is very rare but due to design flaw, negative shift is
230 * not allowed in the decoder, so it must be handled specially by scaling
234 const int nshift = -(*shift);
238 fprintf(stderr,"FLAC__lpc_quantize_coefficients: negative shift=%d order=%u cmax=%f\n", *shift, order, cmax);
240 for(i = 0; i < order; i++) {
241 error += lp_coeff[i] / (1 << nshift);
243 #ifdef FLAC__OVERFLOW_DETECT
244 if(q > qmax+1) /* we expect q==qmax+1 occasionally due to rounding */
245 fprintf(stderr,"FLAC__lpc_quantize_coefficients: quantizer overflow: q>qmax %d>%d shift=%d cmax=%f precision=%u lpc[%u]=%f\n",q,qmax,*shift,cmax,precision+1,i,lp_coeff[i]);
247 fprintf(stderr,"FLAC__lpc_quantize_coefficients: quantizer overflow: q<qmin %d<%d shift=%d cmax=%f precision=%u lpc[%u]=%f\n",q,qmin,*shift,cmax,precision+1,i,lp_coeff[i]);
262 #if defined(_MSC_VER)
263 // silence MSVC warnings about __restrict modifier
264 #pragma warning ( disable : 4028 )
267 void FLAC__lpc_compute_residual_from_qlp_coefficients(const FLAC__int32 * flac_restrict data, unsigned data_len, const FLAC__int32 * flac_restrict qlp_coeff, unsigned order, int lp_quantization, FLAC__int32 * flac_restrict residual)
268 #if defined(FLAC__OVERFLOW_DETECT) || !defined(FLAC__LPC_UNROLLED_FILTER_LOOPS)
273 const FLAC__int32 *history;
275 #ifdef FLAC__OVERFLOW_DETECT_VERBOSE
276 fprintf(stderr,"FLAC__lpc_compute_residual_from_qlp_coefficients: data_len=%d, order=%u, lpq=%d",data_len,order,lp_quantization);
278 fprintf(stderr,", q[%u]=%d",i,qlp_coeff[i]);
279 fprintf(stderr,"\n");
281 FLAC__ASSERT(order > 0);
283 for(i = 0; i < data_len; i++) {
287 for(j = 0; j < order; j++) {
288 sum += qlp_coeff[j] * (*(--history));
289 sumo += (FLAC__int64)qlp_coeff[j] * (FLAC__int64)(*history);
290 if(sumo > 2147483647ll || sumo < -2147483648ll)
291 fprintf(stderr,"FLAC__lpc_compute_residual_from_qlp_coefficients: OVERFLOW, i=%u, j=%u, c=%d, d=%d, sumo=%" PRId64 "\n",i,j,qlp_coeff[j],*history,sumo);
293 *(residual++) = *(data++) - (sum >> lp_quantization);
296 /* Here's a slower but clearer version:
297 for(i = 0; i < data_len; i++) {
299 for(j = 0; j < order; j++)
300 sum += qlp_coeff[j] * data[i-j-1];
301 residual[i] = data[i] - (sum >> lp_quantization);
305 #else /* fully unrolled version for normal use */
310 FLAC__ASSERT(order > 0);
311 FLAC__ASSERT(order <= 32);
314 * We do unique versions up to 12th order since that's the subset limit.
315 * Also they are roughly ordered to match frequency of occurrence to
316 * minimize branching.
322 for(i = 0; i < (int)data_len; i++) {
324 sum += qlp_coeff[11] * data[i-12];
325 sum += qlp_coeff[10] * data[i-11];
326 sum += qlp_coeff[9] * data[i-10];
327 sum += qlp_coeff[8] * data[i-9];
328 sum += qlp_coeff[7] * data[i-8];
329 sum += qlp_coeff[6] * data[i-7];
330 sum += qlp_coeff[5] * data[i-6];
331 sum += qlp_coeff[4] * data[i-5];
332 sum += qlp_coeff[3] * data[i-4];
333 sum += qlp_coeff[2] * data[i-3];
334 sum += qlp_coeff[1] * data[i-2];
335 sum += qlp_coeff[0] * data[i-1];
336 residual[i] = data[i] - (sum >> lp_quantization);
339 else { /* order == 11 */
340 for(i = 0; i < (int)data_len; i++) {
342 sum += qlp_coeff[10] * data[i-11];
343 sum += qlp_coeff[9] * data[i-10];
344 sum += qlp_coeff[8] * data[i-9];
345 sum += qlp_coeff[7] * data[i-8];
346 sum += qlp_coeff[6] * data[i-7];
347 sum += qlp_coeff[5] * data[i-6];
348 sum += qlp_coeff[4] * data[i-5];
349 sum += qlp_coeff[3] * data[i-4];
350 sum += qlp_coeff[2] * data[i-3];
351 sum += qlp_coeff[1] * data[i-2];
352 sum += qlp_coeff[0] * data[i-1];
353 residual[i] = data[i] - (sum >> lp_quantization);
359 for(i = 0; i < (int)data_len; i++) {
361 sum += qlp_coeff[9] * data[i-10];
362 sum += qlp_coeff[8] * data[i-9];
363 sum += qlp_coeff[7] * data[i-8];
364 sum += qlp_coeff[6] * data[i-7];
365 sum += qlp_coeff[5] * data[i-6];
366 sum += qlp_coeff[4] * data[i-5];
367 sum += qlp_coeff[3] * data[i-4];
368 sum += qlp_coeff[2] * data[i-3];
369 sum += qlp_coeff[1] * data[i-2];
370 sum += qlp_coeff[0] * data[i-1];
371 residual[i] = data[i] - (sum >> lp_quantization);
374 else { /* order == 9 */
375 for(i = 0; i < (int)data_len; i++) {
377 sum += qlp_coeff[8] * data[i-9];
378 sum += qlp_coeff[7] * data[i-8];
379 sum += qlp_coeff[6] * data[i-7];
380 sum += qlp_coeff[5] * data[i-6];
381 sum += qlp_coeff[4] * data[i-5];
382 sum += qlp_coeff[3] * data[i-4];
383 sum += qlp_coeff[2] * data[i-3];
384 sum += qlp_coeff[1] * data[i-2];
385 sum += qlp_coeff[0] * data[i-1];
386 residual[i] = data[i] - (sum >> lp_quantization);
394 for(i = 0; i < (int)data_len; i++) {
396 sum += qlp_coeff[7] * data[i-8];
397 sum += qlp_coeff[6] * data[i-7];
398 sum += qlp_coeff[5] * data[i-6];
399 sum += qlp_coeff[4] * data[i-5];
400 sum += qlp_coeff[3] * data[i-4];
401 sum += qlp_coeff[2] * data[i-3];
402 sum += qlp_coeff[1] * data[i-2];
403 sum += qlp_coeff[0] * data[i-1];
404 residual[i] = data[i] - (sum >> lp_quantization);
407 else { /* order == 7 */
408 for(i = 0; i < (int)data_len; i++) {
410 sum += qlp_coeff[6] * data[i-7];
411 sum += qlp_coeff[5] * data[i-6];
412 sum += qlp_coeff[4] * data[i-5];
413 sum += qlp_coeff[3] * data[i-4];
414 sum += qlp_coeff[2] * data[i-3];
415 sum += qlp_coeff[1] * data[i-2];
416 sum += qlp_coeff[0] * data[i-1];
417 residual[i] = data[i] - (sum >> lp_quantization);
423 for(i = 0; i < (int)data_len; i++) {
425 sum += qlp_coeff[5] * data[i-6];
426 sum += qlp_coeff[4] * data[i-5];
427 sum += qlp_coeff[3] * data[i-4];
428 sum += qlp_coeff[2] * data[i-3];
429 sum += qlp_coeff[1] * data[i-2];
430 sum += qlp_coeff[0] * data[i-1];
431 residual[i] = data[i] - (sum >> lp_quantization);
434 else { /* order == 5 */
435 for(i = 0; i < (int)data_len; i++) {
437 sum += qlp_coeff[4] * data[i-5];
438 sum += qlp_coeff[3] * data[i-4];
439 sum += qlp_coeff[2] * data[i-3];
440 sum += qlp_coeff[1] * data[i-2];
441 sum += qlp_coeff[0] * data[i-1];
442 residual[i] = data[i] - (sum >> lp_quantization);
450 for(i = 0; i < (int)data_len; i++) {
452 sum += qlp_coeff[3] * data[i-4];
453 sum += qlp_coeff[2] * data[i-3];
454 sum += qlp_coeff[1] * data[i-2];
455 sum += qlp_coeff[0] * data[i-1];
456 residual[i] = data[i] - (sum >> lp_quantization);
459 else { /* order == 3 */
460 for(i = 0; i < (int)data_len; i++) {
462 sum += qlp_coeff[2] * data[i-3];
463 sum += qlp_coeff[1] * data[i-2];
464 sum += qlp_coeff[0] * data[i-1];
465 residual[i] = data[i] - (sum >> lp_quantization);
471 for(i = 0; i < (int)data_len; i++) {
473 sum += qlp_coeff[1] * data[i-2];
474 sum += qlp_coeff[0] * data[i-1];
475 residual[i] = data[i] - (sum >> lp_quantization);
478 else { /* order == 1 */
479 for(i = 0; i < (int)data_len; i++)
480 residual[i] = data[i] - ((qlp_coeff[0] * data[i-1]) >> lp_quantization);
485 else { /* order > 12 */
486 for(i = 0; i < (int)data_len; i++) {
489 case 32: sum += qlp_coeff[31] * data[i-32];
490 case 31: sum += qlp_coeff[30] * data[i-31];
491 case 30: sum += qlp_coeff[29] * data[i-30];
492 case 29: sum += qlp_coeff[28] * data[i-29];
493 case 28: sum += qlp_coeff[27] * data[i-28];
494 case 27: sum += qlp_coeff[26] * data[i-27];
495 case 26: sum += qlp_coeff[25] * data[i-26];
496 case 25: sum += qlp_coeff[24] * data[i-25];
497 case 24: sum += qlp_coeff[23] * data[i-24];
498 case 23: sum += qlp_coeff[22] * data[i-23];
499 case 22: sum += qlp_coeff[21] * data[i-22];
500 case 21: sum += qlp_coeff[20] * data[i-21];
501 case 20: sum += qlp_coeff[19] * data[i-20];
502 case 19: sum += qlp_coeff[18] * data[i-19];
503 case 18: sum += qlp_coeff[17] * data[i-18];
504 case 17: sum += qlp_coeff[16] * data[i-17];
505 case 16: sum += qlp_coeff[15] * data[i-16];
506 case 15: sum += qlp_coeff[14] * data[i-15];
507 case 14: sum += qlp_coeff[13] * data[i-14];
508 case 13: sum += qlp_coeff[12] * data[i-13];
509 sum += qlp_coeff[11] * data[i-12];
510 sum += qlp_coeff[10] * data[i-11];
511 sum += qlp_coeff[ 9] * data[i-10];
512 sum += qlp_coeff[ 8] * data[i- 9];
513 sum += qlp_coeff[ 7] * data[i- 8];
514 sum += qlp_coeff[ 6] * data[i- 7];
515 sum += qlp_coeff[ 5] * data[i- 6];
516 sum += qlp_coeff[ 4] * data[i- 5];
517 sum += qlp_coeff[ 3] * data[i- 4];
518 sum += qlp_coeff[ 2] * data[i- 3];
519 sum += qlp_coeff[ 1] * data[i- 2];
520 sum += qlp_coeff[ 0] * data[i- 1];
522 residual[i] = data[i] - (sum >> lp_quantization);
528 void FLAC__lpc_compute_residual_from_qlp_coefficients_wide(const FLAC__int32 * flac_restrict data, unsigned data_len, const FLAC__int32 * flac_restrict qlp_coeff, unsigned order, int lp_quantization, FLAC__int32 * flac_restrict residual)
529 #if defined(FLAC__OVERFLOW_DETECT) || !defined(FLAC__LPC_UNROLLED_FILTER_LOOPS)
533 const FLAC__int32 *history;
535 #ifdef FLAC__OVERFLOW_DETECT_VERBOSE
536 fprintf(stderr,"FLAC__lpc_compute_residual_from_qlp_coefficients_wide: data_len=%d, order=%u, lpq=%d",data_len,order,lp_quantization);
538 fprintf(stderr,", q[%u]=%d",i,qlp_coeff[i]);
539 fprintf(stderr,"\n");
541 FLAC__ASSERT(order > 0);
543 for(i = 0; i < data_len; i++) {
546 for(j = 0; j < order; j++)
547 sum += (FLAC__int64)qlp_coeff[j] * (FLAC__int64)(*(--history));
548 if(FLAC__bitmath_silog2(sum >> lp_quantization) > 32) {
549 fprintf(stderr,"FLAC__lpc_compute_residual_from_qlp_coefficients_wide: OVERFLOW, i=%u, sum=%" PRId64 "\n", i, (sum >> lp_quantization));
552 if(FLAC__bitmath_silog2((FLAC__int64)(*data) - (sum >> lp_quantization)) > 32) {
553 fprintf(stderr,"FLAC__lpc_compute_residual_from_qlp_coefficients_wide: OVERFLOW, i=%u, data=%d, sum=%" PRId64 ", residual=%" PRId64 "\n", i, *data, (int64_t)(sum >> lp_quantization), ((FLAC__int64)(*data) - (sum >> lp_quantization)));
556 *(residual++) = *(data++) - (FLAC__int32)(sum >> lp_quantization);
559 #else /* fully unrolled version for normal use */
564 FLAC__ASSERT(order > 0);
565 FLAC__ASSERT(order <= 32);
568 * We do unique versions up to 12th order since that's the subset limit.
569 * Also they are roughly ordered to match frequency of occurrence to
570 * minimize branching.
576 for(i = 0; i < (int)data_len; i++) {
578 sum += qlp_coeff[11] * (FLAC__int64)data[i-12];
579 sum += qlp_coeff[10] * (FLAC__int64)data[i-11];
580 sum += qlp_coeff[9] * (FLAC__int64)data[i-10];
581 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
582 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
583 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
584 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
585 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
586 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
587 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
588 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
589 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
590 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
593 else { /* order == 11 */
594 for(i = 0; i < (int)data_len; i++) {
596 sum += qlp_coeff[10] * (FLAC__int64)data[i-11];
597 sum += qlp_coeff[9] * (FLAC__int64)data[i-10];
598 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
599 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
600 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
601 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
602 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
603 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
604 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
605 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
606 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
607 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
613 for(i = 0; i < (int)data_len; i++) {
615 sum += qlp_coeff[9] * (FLAC__int64)data[i-10];
616 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
617 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
618 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
619 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
620 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
621 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
622 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
623 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
624 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
625 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
628 else { /* order == 9 */
629 for(i = 0; i < (int)data_len; i++) {
631 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
632 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
633 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
634 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
635 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
636 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
637 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
638 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
639 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
640 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
648 for(i = 0; i < (int)data_len; i++) {
650 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
651 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
652 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
653 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
654 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
655 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
656 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
657 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
658 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
661 else { /* order == 7 */
662 for(i = 0; i < (int)data_len; i++) {
664 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
665 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
666 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
667 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
668 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
669 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
670 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
671 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
677 for(i = 0; i < (int)data_len; i++) {
679 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
680 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
681 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
682 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
683 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
684 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
685 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
688 else { /* order == 5 */
689 for(i = 0; i < (int)data_len; i++) {
691 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
692 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
693 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
694 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
695 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
696 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
704 for(i = 0; i < (int)data_len; i++) {
706 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
707 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
708 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
709 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
710 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
713 else { /* order == 3 */
714 for(i = 0; i < (int)data_len; i++) {
716 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
717 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
718 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
719 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
725 for(i = 0; i < (int)data_len; i++) {
727 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
728 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
729 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
732 else { /* order == 1 */
733 for(i = 0; i < (int)data_len; i++)
734 residual[i] = data[i] - (FLAC__int32)((qlp_coeff[0] * (FLAC__int64)data[i-1]) >> lp_quantization);
739 else { /* order > 12 */
740 for(i = 0; i < (int)data_len; i++) {
743 case 32: sum += qlp_coeff[31] * (FLAC__int64)data[i-32];
744 case 31: sum += qlp_coeff[30] * (FLAC__int64)data[i-31];
745 case 30: sum += qlp_coeff[29] * (FLAC__int64)data[i-30];
746 case 29: sum += qlp_coeff[28] * (FLAC__int64)data[i-29];
747 case 28: sum += qlp_coeff[27] * (FLAC__int64)data[i-28];
748 case 27: sum += qlp_coeff[26] * (FLAC__int64)data[i-27];
749 case 26: sum += qlp_coeff[25] * (FLAC__int64)data[i-26];
750 case 25: sum += qlp_coeff[24] * (FLAC__int64)data[i-25];
751 case 24: sum += qlp_coeff[23] * (FLAC__int64)data[i-24];
752 case 23: sum += qlp_coeff[22] * (FLAC__int64)data[i-23];
753 case 22: sum += qlp_coeff[21] * (FLAC__int64)data[i-22];
754 case 21: sum += qlp_coeff[20] * (FLAC__int64)data[i-21];
755 case 20: sum += qlp_coeff[19] * (FLAC__int64)data[i-20];
756 case 19: sum += qlp_coeff[18] * (FLAC__int64)data[i-19];
757 case 18: sum += qlp_coeff[17] * (FLAC__int64)data[i-18];
758 case 17: sum += qlp_coeff[16] * (FLAC__int64)data[i-17];
759 case 16: sum += qlp_coeff[15] * (FLAC__int64)data[i-16];
760 case 15: sum += qlp_coeff[14] * (FLAC__int64)data[i-15];
761 case 14: sum += qlp_coeff[13] * (FLAC__int64)data[i-14];
762 case 13: sum += qlp_coeff[12] * (FLAC__int64)data[i-13];
763 sum += qlp_coeff[11] * (FLAC__int64)data[i-12];
764 sum += qlp_coeff[10] * (FLAC__int64)data[i-11];
765 sum += qlp_coeff[ 9] * (FLAC__int64)data[i-10];
766 sum += qlp_coeff[ 8] * (FLAC__int64)data[i- 9];
767 sum += qlp_coeff[ 7] * (FLAC__int64)data[i- 8];
768 sum += qlp_coeff[ 6] * (FLAC__int64)data[i- 7];
769 sum += qlp_coeff[ 5] * (FLAC__int64)data[i- 6];
770 sum += qlp_coeff[ 4] * (FLAC__int64)data[i- 5];
771 sum += qlp_coeff[ 3] * (FLAC__int64)data[i- 4];
772 sum += qlp_coeff[ 2] * (FLAC__int64)data[i- 3];
773 sum += qlp_coeff[ 1] * (FLAC__int64)data[i- 2];
774 sum += qlp_coeff[ 0] * (FLAC__int64)data[i- 1];
776 residual[i] = data[i] - (FLAC__int32)(sum >> lp_quantization);
782 #endif /* !defined FLAC__INTEGER_ONLY_LIBRARY */
784 void FLAC__lpc_restore_signal(const FLAC__int32 * flac_restrict residual, unsigned data_len, const FLAC__int32 * flac_restrict qlp_coeff, unsigned order, int lp_quantization, FLAC__int32 * flac_restrict data)
785 #if defined(FLAC__OVERFLOW_DETECT) || !defined(FLAC__LPC_UNROLLED_FILTER_LOOPS)
790 const FLAC__int32 *r = residual, *history;
792 #ifdef FLAC__OVERFLOW_DETECT_VERBOSE
793 fprintf(stderr,"FLAC__lpc_restore_signal: data_len=%d, order=%u, lpq=%d",data_len,order,lp_quantization);
795 fprintf(stderr,", q[%u]=%d",i,qlp_coeff[i]);
796 fprintf(stderr,"\n");
798 FLAC__ASSERT(order > 0);
800 for(i = 0; i < data_len; i++) {
804 for(j = 0; j < order; j++) {
805 sum += qlp_coeff[j] * (*(--history));
806 sumo += (FLAC__int64)qlp_coeff[j] * (FLAC__int64)(*history);
807 if(sumo > 2147483647ll || sumo < -2147483648ll)
808 fprintf(stderr,"FLAC__lpc_restore_signal: OVERFLOW, i=%u, j=%u, c=%d, d=%d, sumo=%" PRId64 "\n",i,j,qlp_coeff[j],*history,sumo);
810 *(data++) = *(r++) + (sum >> lp_quantization);
813 /* Here's a slower but clearer version:
814 for(i = 0; i < data_len; i++) {
816 for(j = 0; j < order; j++)
817 sum += qlp_coeff[j] * data[i-j-1];
818 data[i] = residual[i] + (sum >> lp_quantization);
822 #else /* fully unrolled version for normal use */
827 FLAC__ASSERT(order > 0);
828 FLAC__ASSERT(order <= 32);
831 * We do unique versions up to 12th order since that's the subset limit.
832 * Also they are roughly ordered to match frequency of occurrence to
833 * minimize branching.
839 for(i = 0; i < (int)data_len; i++) {
841 sum += qlp_coeff[11] * data[i-12];
842 sum += qlp_coeff[10] * data[i-11];
843 sum += qlp_coeff[9] * data[i-10];
844 sum += qlp_coeff[8] * data[i-9];
845 sum += qlp_coeff[7] * data[i-8];
846 sum += qlp_coeff[6] * data[i-7];
847 sum += qlp_coeff[5] * data[i-6];
848 sum += qlp_coeff[4] * data[i-5];
849 sum += qlp_coeff[3] * data[i-4];
850 sum += qlp_coeff[2] * data[i-3];
851 sum += qlp_coeff[1] * data[i-2];
852 sum += qlp_coeff[0] * data[i-1];
853 data[i] = residual[i] + (sum >> lp_quantization);
856 else { /* order == 11 */
857 for(i = 0; i < (int)data_len; i++) {
859 sum += qlp_coeff[10] * data[i-11];
860 sum += qlp_coeff[9] * data[i-10];
861 sum += qlp_coeff[8] * data[i-9];
862 sum += qlp_coeff[7] * data[i-8];
863 sum += qlp_coeff[6] * data[i-7];
864 sum += qlp_coeff[5] * data[i-6];
865 sum += qlp_coeff[4] * data[i-5];
866 sum += qlp_coeff[3] * data[i-4];
867 sum += qlp_coeff[2] * data[i-3];
868 sum += qlp_coeff[1] * data[i-2];
869 sum += qlp_coeff[0] * data[i-1];
870 data[i] = residual[i] + (sum >> lp_quantization);
876 for(i = 0; i < (int)data_len; i++) {
878 sum += qlp_coeff[9] * data[i-10];
879 sum += qlp_coeff[8] * data[i-9];
880 sum += qlp_coeff[7] * data[i-8];
881 sum += qlp_coeff[6] * data[i-7];
882 sum += qlp_coeff[5] * data[i-6];
883 sum += qlp_coeff[4] * data[i-5];
884 sum += qlp_coeff[3] * data[i-4];
885 sum += qlp_coeff[2] * data[i-3];
886 sum += qlp_coeff[1] * data[i-2];
887 sum += qlp_coeff[0] * data[i-1];
888 data[i] = residual[i] + (sum >> lp_quantization);
891 else { /* order == 9 */
892 for(i = 0; i < (int)data_len; i++) {
894 sum += qlp_coeff[8] * data[i-9];
895 sum += qlp_coeff[7] * data[i-8];
896 sum += qlp_coeff[6] * data[i-7];
897 sum += qlp_coeff[5] * data[i-6];
898 sum += qlp_coeff[4] * data[i-5];
899 sum += qlp_coeff[3] * data[i-4];
900 sum += qlp_coeff[2] * data[i-3];
901 sum += qlp_coeff[1] * data[i-2];
902 sum += qlp_coeff[0] * data[i-1];
903 data[i] = residual[i] + (sum >> lp_quantization);
911 for(i = 0; i < (int)data_len; i++) {
913 sum += qlp_coeff[7] * data[i-8];
914 sum += qlp_coeff[6] * data[i-7];
915 sum += qlp_coeff[5] * data[i-6];
916 sum += qlp_coeff[4] * data[i-5];
917 sum += qlp_coeff[3] * data[i-4];
918 sum += qlp_coeff[2] * data[i-3];
919 sum += qlp_coeff[1] * data[i-2];
920 sum += qlp_coeff[0] * data[i-1];
921 data[i] = residual[i] + (sum >> lp_quantization);
924 else { /* order == 7 */
925 for(i = 0; i < (int)data_len; i++) {
927 sum += qlp_coeff[6] * data[i-7];
928 sum += qlp_coeff[5] * data[i-6];
929 sum += qlp_coeff[4] * data[i-5];
930 sum += qlp_coeff[3] * data[i-4];
931 sum += qlp_coeff[2] * data[i-3];
932 sum += qlp_coeff[1] * data[i-2];
933 sum += qlp_coeff[0] * data[i-1];
934 data[i] = residual[i] + (sum >> lp_quantization);
940 for(i = 0; i < (int)data_len; i++) {
942 sum += qlp_coeff[5] * data[i-6];
943 sum += qlp_coeff[4] * data[i-5];
944 sum += qlp_coeff[3] * data[i-4];
945 sum += qlp_coeff[2] * data[i-3];
946 sum += qlp_coeff[1] * data[i-2];
947 sum += qlp_coeff[0] * data[i-1];
948 data[i] = residual[i] + (sum >> lp_quantization);
951 else { /* order == 5 */
952 for(i = 0; i < (int)data_len; i++) {
954 sum += qlp_coeff[4] * data[i-5];
955 sum += qlp_coeff[3] * data[i-4];
956 sum += qlp_coeff[2] * data[i-3];
957 sum += qlp_coeff[1] * data[i-2];
958 sum += qlp_coeff[0] * data[i-1];
959 data[i] = residual[i] + (sum >> lp_quantization);
967 for(i = 0; i < (int)data_len; i++) {
969 sum += qlp_coeff[3] * data[i-4];
970 sum += qlp_coeff[2] * data[i-3];
971 sum += qlp_coeff[1] * data[i-2];
972 sum += qlp_coeff[0] * data[i-1];
973 data[i] = residual[i] + (sum >> lp_quantization);
976 else { /* order == 3 */
977 for(i = 0; i < (int)data_len; i++) {
979 sum += qlp_coeff[2] * data[i-3];
980 sum += qlp_coeff[1] * data[i-2];
981 sum += qlp_coeff[0] * data[i-1];
982 data[i] = residual[i] + (sum >> lp_quantization);
988 for(i = 0; i < (int)data_len; i++) {
990 sum += qlp_coeff[1] * data[i-2];
991 sum += qlp_coeff[0] * data[i-1];
992 data[i] = residual[i] + (sum >> lp_quantization);
995 else { /* order == 1 */
996 for(i = 0; i < (int)data_len; i++)
997 data[i] = residual[i] + ((qlp_coeff[0] * data[i-1]) >> lp_quantization);
1002 else { /* order > 12 */
1003 for(i = 0; i < (int)data_len; i++) {
1006 case 32: sum += qlp_coeff[31] * data[i-32];
1007 case 31: sum += qlp_coeff[30] * data[i-31];
1008 case 30: sum += qlp_coeff[29] * data[i-30];
1009 case 29: sum += qlp_coeff[28] * data[i-29];
1010 case 28: sum += qlp_coeff[27] * data[i-28];
1011 case 27: sum += qlp_coeff[26] * data[i-27];
1012 case 26: sum += qlp_coeff[25] * data[i-26];
1013 case 25: sum += qlp_coeff[24] * data[i-25];
1014 case 24: sum += qlp_coeff[23] * data[i-24];
1015 case 23: sum += qlp_coeff[22] * data[i-23];
1016 case 22: sum += qlp_coeff[21] * data[i-22];
1017 case 21: sum += qlp_coeff[20] * data[i-21];
1018 case 20: sum += qlp_coeff[19] * data[i-20];
1019 case 19: sum += qlp_coeff[18] * data[i-19];
1020 case 18: sum += qlp_coeff[17] * data[i-18];
1021 case 17: sum += qlp_coeff[16] * data[i-17];
1022 case 16: sum += qlp_coeff[15] * data[i-16];
1023 case 15: sum += qlp_coeff[14] * data[i-15];
1024 case 14: sum += qlp_coeff[13] * data[i-14];
1025 case 13: sum += qlp_coeff[12] * data[i-13];
1026 sum += qlp_coeff[11] * data[i-12];
1027 sum += qlp_coeff[10] * data[i-11];
1028 sum += qlp_coeff[ 9] * data[i-10];
1029 sum += qlp_coeff[ 8] * data[i- 9];
1030 sum += qlp_coeff[ 7] * data[i- 8];
1031 sum += qlp_coeff[ 6] * data[i- 7];
1032 sum += qlp_coeff[ 5] * data[i- 6];
1033 sum += qlp_coeff[ 4] * data[i- 5];
1034 sum += qlp_coeff[ 3] * data[i- 4];
1035 sum += qlp_coeff[ 2] * data[i- 3];
1036 sum += qlp_coeff[ 1] * data[i- 2];
1037 sum += qlp_coeff[ 0] * data[i- 1];
1039 data[i] = residual[i] + (sum >> lp_quantization);
1045 void FLAC__lpc_restore_signal_wide(const FLAC__int32 * flac_restrict residual, unsigned data_len, const FLAC__int32 * flac_restrict qlp_coeff, unsigned order, int lp_quantization, FLAC__int32 * flac_restrict data)
1046 #if defined(FLAC__OVERFLOW_DETECT) || !defined(FLAC__LPC_UNROLLED_FILTER_LOOPS)
1050 const FLAC__int32 *r = residual, *history;
1052 #ifdef FLAC__OVERFLOW_DETECT_VERBOSE
1053 fprintf(stderr,"FLAC__lpc_restore_signal_wide: data_len=%d, order=%u, lpq=%d",data_len,order,lp_quantization);
1054 for(i=0;i<order;i++)
1055 fprintf(stderr,", q[%u]=%d",i,qlp_coeff[i]);
1056 fprintf(stderr,"\n");
1058 FLAC__ASSERT(order > 0);
1060 for(i = 0; i < data_len; i++) {
1063 for(j = 0; j < order; j++)
1064 sum += (FLAC__int64)qlp_coeff[j] * (FLAC__int64)(*(--history));
1065 if(FLAC__bitmath_silog2(sum >> lp_quantization) > 32) {
1066 fprintf(stderr,"FLAC__lpc_restore_signal_wide: OVERFLOW, i=%u, sum=%" PRId64 "\n", i, (sum >> lp_quantization));
1069 if(FLAC__bitmath_silog2((FLAC__int64)(*r) + (sum >> lp_quantization)) > 32) {
1070 fprintf(stderr,"FLAC__lpc_restore_signal_wide: OVERFLOW, i=%u, residual=%d, sum=%" PRId64 ", data=%" PRId64 "\n", i, *r, (sum >> lp_quantization), ((FLAC__int64)(*r) + (sum >> lp_quantization)));
1073 *(data++) = *(r++) + (FLAC__int32)(sum >> lp_quantization);
1076 #else /* fully unrolled version for normal use */
1081 FLAC__ASSERT(order > 0);
1082 FLAC__ASSERT(order <= 32);
1085 * We do unique versions up to 12th order since that's the subset limit.
1086 * Also they are roughly ordered to match frequency of occurrence to
1087 * minimize branching.
1093 for(i = 0; i < (int)data_len; i++) {
1095 sum += qlp_coeff[11] * (FLAC__int64)data[i-12];
1096 sum += qlp_coeff[10] * (FLAC__int64)data[i-11];
1097 sum += qlp_coeff[9] * (FLAC__int64)data[i-10];
1098 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
1099 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
1100 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
1101 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
1102 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1103 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1104 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1105 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1106 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1107 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1110 else { /* order == 11 */
1111 for(i = 0; i < (int)data_len; i++) {
1113 sum += qlp_coeff[10] * (FLAC__int64)data[i-11];
1114 sum += qlp_coeff[9] * (FLAC__int64)data[i-10];
1115 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
1116 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
1117 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
1118 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
1119 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1120 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1121 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1122 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1123 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1124 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1130 for(i = 0; i < (int)data_len; i++) {
1132 sum += qlp_coeff[9] * (FLAC__int64)data[i-10];
1133 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
1134 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
1135 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
1136 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
1137 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1138 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1139 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1140 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1141 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1142 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1145 else { /* order == 9 */
1146 for(i = 0; i < (int)data_len; i++) {
1148 sum += qlp_coeff[8] * (FLAC__int64)data[i-9];
1149 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
1150 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
1151 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
1152 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1153 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1154 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1155 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1156 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1157 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1162 else if(order > 4) {
1165 for(i = 0; i < (int)data_len; i++) {
1167 sum += qlp_coeff[7] * (FLAC__int64)data[i-8];
1168 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
1169 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
1170 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1171 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1172 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1173 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1174 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1175 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1178 else { /* order == 7 */
1179 for(i = 0; i < (int)data_len; i++) {
1181 sum += qlp_coeff[6] * (FLAC__int64)data[i-7];
1182 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
1183 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1184 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1185 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1186 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1187 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1188 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1194 for(i = 0; i < (int)data_len; i++) {
1196 sum += qlp_coeff[5] * (FLAC__int64)data[i-6];
1197 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1198 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1199 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1200 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1201 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1202 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1205 else { /* order == 5 */
1206 for(i = 0; i < (int)data_len; i++) {
1208 sum += qlp_coeff[4] * (FLAC__int64)data[i-5];
1209 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1210 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1211 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1212 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1213 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1221 for(i = 0; i < (int)data_len; i++) {
1223 sum += qlp_coeff[3] * (FLAC__int64)data[i-4];
1224 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1225 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1226 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1227 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1230 else { /* order == 3 */
1231 for(i = 0; i < (int)data_len; i++) {
1233 sum += qlp_coeff[2] * (FLAC__int64)data[i-3];
1234 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1235 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1236 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1242 for(i = 0; i < (int)data_len; i++) {
1244 sum += qlp_coeff[1] * (FLAC__int64)data[i-2];
1245 sum += qlp_coeff[0] * (FLAC__int64)data[i-1];
1246 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1249 else { /* order == 1 */
1250 for(i = 0; i < (int)data_len; i++)
1251 data[i] = residual[i] + (FLAC__int32)((qlp_coeff[0] * (FLAC__int64)data[i-1]) >> lp_quantization);
1256 else { /* order > 12 */
1257 for(i = 0; i < (int)data_len; i++) {
1260 case 32: sum += qlp_coeff[31] * (FLAC__int64)data[i-32];
1261 case 31: sum += qlp_coeff[30] * (FLAC__int64)data[i-31];
1262 case 30: sum += qlp_coeff[29] * (FLAC__int64)data[i-30];
1263 case 29: sum += qlp_coeff[28] * (FLAC__int64)data[i-29];
1264 case 28: sum += qlp_coeff[27] * (FLAC__int64)data[i-28];
1265 case 27: sum += qlp_coeff[26] * (FLAC__int64)data[i-27];
1266 case 26: sum += qlp_coeff[25] * (FLAC__int64)data[i-26];
1267 case 25: sum += qlp_coeff[24] * (FLAC__int64)data[i-25];
1268 case 24: sum += qlp_coeff[23] * (FLAC__int64)data[i-24];
1269 case 23: sum += qlp_coeff[22] * (FLAC__int64)data[i-23];
1270 case 22: sum += qlp_coeff[21] * (FLAC__int64)data[i-22];
1271 case 21: sum += qlp_coeff[20] * (FLAC__int64)data[i-21];
1272 case 20: sum += qlp_coeff[19] * (FLAC__int64)data[i-20];
1273 case 19: sum += qlp_coeff[18] * (FLAC__int64)data[i-19];
1274 case 18: sum += qlp_coeff[17] * (FLAC__int64)data[i-18];
1275 case 17: sum += qlp_coeff[16] * (FLAC__int64)data[i-17];
1276 case 16: sum += qlp_coeff[15] * (FLAC__int64)data[i-16];
1277 case 15: sum += qlp_coeff[14] * (FLAC__int64)data[i-15];
1278 case 14: sum += qlp_coeff[13] * (FLAC__int64)data[i-14];
1279 case 13: sum += qlp_coeff[12] * (FLAC__int64)data[i-13];
1280 sum += qlp_coeff[11] * (FLAC__int64)data[i-12];
1281 sum += qlp_coeff[10] * (FLAC__int64)data[i-11];
1282 sum += qlp_coeff[ 9] * (FLAC__int64)data[i-10];
1283 sum += qlp_coeff[ 8] * (FLAC__int64)data[i- 9];
1284 sum += qlp_coeff[ 7] * (FLAC__int64)data[i- 8];
1285 sum += qlp_coeff[ 6] * (FLAC__int64)data[i- 7];
1286 sum += qlp_coeff[ 5] * (FLAC__int64)data[i- 6];
1287 sum += qlp_coeff[ 4] * (FLAC__int64)data[i- 5];
1288 sum += qlp_coeff[ 3] * (FLAC__int64)data[i- 4];
1289 sum += qlp_coeff[ 2] * (FLAC__int64)data[i- 3];
1290 sum += qlp_coeff[ 1] * (FLAC__int64)data[i- 2];
1291 sum += qlp_coeff[ 0] * (FLAC__int64)data[i- 1];
1293 data[i] = residual[i] + (FLAC__int32)(sum >> lp_quantization);
1299 #if defined(_MSC_VER)
1300 #pragma warning ( default : 4028 )
1303 #ifndef FLAC__INTEGER_ONLY_LIBRARY
1305 double FLAC__lpc_compute_expected_bits_per_residual_sample(double lpc_error, unsigned total_samples)
1309 FLAC__ASSERT(total_samples > 0);
1311 error_scale = 0.5 / (double)total_samples;
1313 return FLAC__lpc_compute_expected_bits_per_residual_sample_with_error_scale(lpc_error, error_scale);
1316 double FLAC__lpc_compute_expected_bits_per_residual_sample_with_error_scale(double lpc_error, double error_scale)
1318 if(lpc_error > 0.0) {
1319 double bps = (double)0.5 * log(error_scale * lpc_error) / M_LN2;
1325 else if(lpc_error < 0.0) { /* error should not be negative but can happen due to inadequate floating-point resolution */
1333 unsigned FLAC__lpc_compute_best_order(const double lpc_error[], unsigned max_order, unsigned total_samples, unsigned overhead_bits_per_order)
1335 unsigned order, indx, best_index; /* 'index' the index into lpc_error; index==order-1 since lpc_error[0] is for order==1, lpc_error[1] is for order==2, etc */
1336 double bits, best_bits, error_scale;
1338 FLAC__ASSERT(max_order > 0);
1339 FLAC__ASSERT(total_samples > 0);
1341 error_scale = 0.5 / (double)total_samples;
1344 best_bits = (unsigned)(-1);
1346 for(indx = 0, order = 1; indx < max_order; indx++, order++) {
1347 bits = FLAC__lpc_compute_expected_bits_per_residual_sample_with_error_scale(lpc_error[indx], error_scale) * (double)(total_samples - order) + (double)(order * overhead_bits_per_order);
1348 if(bits < best_bits) {
1354 return best_index+1; /* +1 since indx of lpc_error[] is order-1 */
1357 #endif /* !defined FLAC__INTEGER_ONLY_LIBRARY */